Many teams mislabel themselves as platform engineering teams while merely managing infrastructure, leading to scalability issues. True platform engineering involves creating a product-like Internal Developer Platform (IDP) that enables self-service for developers, shifting responsibilities and fostering a user-centric approach. Without this mindset, teams risk becoming bottlenecks and failing to meet the demands of larger organizations.